Blaž Zupan - Publications, H-index & Citations

Blaž Zupan

university of ljubljana

52H指数

229论文数

1.3W被引数

收录论文 50

发表时间

Orange-Volcanoes: A new open and collaborative platform to perform data-driven investigations and machine learning analyses in petrology and volcanology Orange-Volcanoes：一个用于在岩石学和火山学中进行数据驱动调查和机器学习分析的新开放协作平台

Applied Computing and Geosciences

IF3.2

2025-08-05

OAAI

Alessandro Musu; Valerio Parodi; Marko Toplak; Alessandro Carfì; Mónica Ágreda-López; Fulvio Mastrogiovanni; J. ZhangZhou; Diego Perugini; Donato Belmonte; Penny E. Wieser; Blaž Zupan; Maurizio Petrelli

Automated assignment grading with large language models: insights from a bioinformatics course 基于大型语言模型的自动作业评分：来自生物信息学课程的经验

BIOINFORMATICS

IF5.4

2025-07-01

OAAI

Policar, Pavlin G.; Spendl, Martin; Curk, Tomaz; Zupan, Blaz

Large scale gene set ranking for survival-related gene sets 大规模与生存相关的基因集排序

Artificial Intelligence in Medicine

IF6.2

2025-05-28

OAAI

Martin Špendl; Jaka Kokošar; Ela Praznik; Luka Ausec; Miha Štajdohar; Blaž Zupan

Uncovering temporal patterns in visualizations of high-dimensional data 揭示高维数据可视化中的时间模式

MACHINE LEARNING

IF2.9

2025-01-27

OAAI

Policar, Pavlin G.; Zupan, Blaz

openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding openTSNE: 用于t-sne降维和嵌入的模块化Python库

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2024-01-01

OAAI

Policar, Pavlin G.; Strazar, Martin; Zupan, Blaz

Embedding to reference t-SNE space addresses batch effects in single-cell classification 嵌入到参考t-sne空间解决了单细胞分类中的批量效应

MACHINE LEARNING

IF2.9

2021-08-24

OAAI

Policar, Pavlin G.; Strazar, Martin; Zupan, Blaz

Seroprevalence of severe acute respiratory syndrome coronavirus 2 in Slovenia: results of two rounds of a nationwide population study on a probability-based sample, challenges and lessons learned

CLINICAL MICROBIOLOGY AND INFECTION

IF8.5

2021-07-01

OAAI

Poljak, Mario; Valencak, Anja Ostrbenk; Strumbelj, Erik; Vodicar, Polona Maver; Vehovar, Vasja; Rus, Katarina Resman; Korva, Misa; Knap, Natasa; Seme, Katja; Petrovec, Miroslav; Zupan, Blaz; Demsar, Janez; Kurdija, Slavko; Zupanc, Tatjana Avsic

Transcriptional milestones in Dictyostelium development

GENOME RESEARCH

IF5.5

2021-06-28

OAAI

Katoh-Kurasawa, Mariko; Hrovatin, Karin; Hirose, Shigenori; Webb, Amanda; Ho, Hsing-, I; Zupan, Blaz; Shaulsky, Gad

Conformal Prediction with Orange

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2021-01-01

OAAI

Hocevar, Tomaz; Zupan, Blaz; Stalring, Jonna

Low prevalence of active COVID-19 in Slovenia: a nationwide population study of a probability-based sample 斯洛文尼亚活跃新型冠状病毒肺炎的低患病率: 基于概率的样本的全国人口研究

CLINICAL MICROBIOLOGY AND INFECTION

IF8.5

2020-11-01

OAAI

Vodicar, P. Maver; Valencak, A. Ostrbenk; Zupan, B.; Zupanc, T. Avsic; Kurdija, S.; Korva, M.; Petrovec, M.; Demsar, J.; Knap, N.; Strumbelj, E.; Vehovar, V.; Poljak, M.

Democratized image analytics by visual programming through integration of deep models and small-scale machine learning

NATURE COMMUNICATIONS

IF15.7

2019-10-07

OAAI

Godec, Primoz; Pancur, Matja; Ilenic, Nejc; Copar, Andrej; Strazar, Martin; Erjavec, Ales; Pretnar, Ajda; Demsar, Janez; Staric, Anze; Toplak, Marko; Zagar, Lan; Hartman, Jan; Wang, Hamilton; Bellazzi, Riccardo; Petrovic, Uros; Garagna, Silvia; Zuccotti, Maurizio; Park, Dongsu; Shaulsky, Gad; Zupan, Blaz

From hype to reality: data science enabling personalized medicine 从炒作到现实: 数据科学支持个性化医疗

BMC MEDICINE

IF8.3

2018-08-27

262

OAAI

Froehlich, Holger; Balling, Rudi; Beerenwinkel, Niko; Kohlbacher, Oliver; Kumar, Santosh; Lengauer, Thomas; Maathuis, Marloes H.; Moreau, Yves; Murphy, Susan A.; Przytycka, Teresa M.; Rebhan, Michael; Rost, Hannes; Schuppert, Andreas; Schwab, Matthias; Spang, Rainer; Stekhoven, Daniel; Sun, Jimeng; Weber, Andreas; Ziemek, Daniel; Zupan, Blaz

Scalable non-negative matrix tri-factorization 可扩展的非负矩阵三分解

BIODATA MINING

IF6.1

2017-12-29

OAAI

Copar, Andrej; Zitnik, Marinka; Zupan, Blaz

A comprehensive structural, biochemical and biological profiling of the human NUDIX hydrolase family

NATURE COMMUNICATIONS

IF15.7

2017-11-16

114

OAAI

Carreras-Puigvert, Jordi; Zitnik, Marinka; Jemth, Ann-Sofie; Carter, Megan; Unterlass, Judith E.; Hallstrom, Bjorn; Loseva, Olga; Karem, Zhir; Calderon-Montano, Jose Manuel; Lindskog, Cecilia; Edqvist, Per-Henrik; Matuszewski, Damian J.; Blal, Hammou Ait; Berntsson, Ronnie P. A.; Haggblad, Maria; Martens, Ulf; Studham, Matthew; Lundgren, Bo; Wahlby, Carolina; Sonnhammer, Erik L. L.; Lundberg, Emma; Stenmark, Pal; Zupan, Blaz; Helleday, Thomas

Gene discovery by chemical mutagenesis and wholegenome sequencing in Dictyostelium

GENOME RESEARCH

IF5.5

2016-06-15

OAAI

Li, Cheng-Lin Frank; Santhanam, Balaji; Webb, Amanda Nicole; Zupan, Blaz; Shaulsky, Gad

Concurrent software architectures for exploratory data analysis

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2015-06-20

PREAI

Staric, Anze; Demsar, Janez; Zupan, Blaz

Leaps and lulls in the developmental transcriptome of Dictyostelium discoideum

BMC GENOMICS

IF3.7

2015-04-13

OAAI

Rosengarten, Rafael David; Santhanam, Balaji; Fuller, Danny; Katoh-Kurasawa, Mariko; Loomis, William F.; Zupan, Blaz; Shaulsky, Gad

Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data 通过非负矩阵分解进行的综合聚类可以从基因概况数据中揭示出连贯的功能组

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2015-03-01

PREAI

Brdar, Sanja; Crnojevic, Vladimir; Zupan, Blaz

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2014-02-11

PREAI

Toplak, Marko; Mocnik, Rok; Polajnar, Matija; Bosnic, Zoran; Carlsson, Lars; Hasselgren, Catrin; Demsar, Janez; Boyer, Scott; Zupan, Blaz; Stalring, Jonna

Crosslinking-immunoprecipitation (iCLIP) analysis reveals global regulatory roles of hnRNP L

RNA BIOLOGY

IF3.4

2014-02-07

OAAI

Rossbach, Oliver; Hung, Lee-Hsueh; Khrameeva, Ekaterina; Schreiner, Silke; Koenig, Julian; Curk, Tomaz; Zupan, Blaz; Ule, Jernej; Gelfand, Mikhail S.; Bindereif, Albrecht

研究方向